Vamsi K. Potluru
11 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 💎 Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(10)
Optimization & Theory · Machine Learning
(7)
Artificial Intelligence
(5)
Application Areas
(5)
Core AI
(5)
Deep Learning
(2)
Mathematics & Optimization
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Security & Privacy
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Privacy
(1)
Keywords
regret bound
(2)
demographic parity
(2)
synthetic data
(2)
wasserstein distance
(2)
logistic regression
(1)
sequential decision making
(1)
algorithmic fairness
(1)
automatic differentiation
(1)
convex optimization
(1)
exploration-exploitation tradeoff
(1)
exponential family
(1)
mixed integer programming
(1)
linear regression
(1)
gradient computation
(1)
generative model
(1)
privacy preservation
(1)
distributionally robust optimization
(1)
multi-armed bandit
(1)
matrix sketching
(1)
optimal transport
(1)
Papers
Adaptive and Robust Watermark for Generative Tabular Data
UAI 2026
Auditing and Enforcing Conditional Fairness via Optimal Transport
AAAI 2025
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls
UAI 2025
Mixup Regularization: A Probabilistic Perspective
UAI 2025
Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning
ICML 2025
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing
AAAI 2024
Fair Wasserstein Coresets
NeurIPS 2024
Differentially private synthetic data using KD-trees
UAI 2023
Thresholded linear bandits
AISTATS 2023
Automatic Differentiation of Sketched Regression
AISTATS 2020
Conservative Exploration using Interleaving
AISTATS 2019